Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Lowest Common Denominator IO. Everything is a list of dictionaries!

LDB: A Large Language Model Debugger via Verifying Runtime Execution Step by Step

Simplifying reinforcement learning for complex game environments

The Xr0 Verifier for C

Triton is a dynamic binary analysis library. Build your own program analysis tools, automate your reverse engineering, perform software verification or just emulate code.

Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama.

A Native-PyTorch Library for LLM Fine-tuning

Curta Calculator information

Machine Learning Engineering Open Book

Training LLMs with QLoRA + FSDP

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Annotated version of the Mamba paper

Constrained Decoding for LLMs against JSON Schema

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

Go ahead and axolotl questions

Solve puzzles. Improve your pytorch.

Creative coding and visual illusions in Rust.

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Cross-platform game engine in Rust.

Automatically split your PyTorch models on multiple GPUs for training & inference

This Repository contains some examples of source-to-source transformations applied with LLVM's LibTooling and RecursiveASTVisitor

QLoRA with Enhanced Multi GPU Support

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

Easily process files one line at a time with Python

A fast inference library for running LLMs locally on modern consumer-class GPUs

QLoRA: Efficient Finetuning of Quantized LLMs

Jupyter notebooks for tutorial on the Z3 SMT solver

Minimalist ML framework for Rust